The purpose of this study is to compare the clinical results of individuals living with advanced HIV infection who are treated with interleukin-2 (IL-2) plus active antiretroviral therapy (ART) to a control group of individuals treated with stable ART alone. The primary objective of the study is to determine if intermittent cycles of IL-2 delay the occurrence of opportunistic infections and the progression of advanced HIV disease compared to ART alone.